AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 1.51083 1.09
the best 2_DecisionTree Decision Tree logloss 4e-06 20.38
3_Linear Linear logloss 0.639863 13.03
4_Default_Xgboost Xgboost logloss 0.0310318 17.73
5_Default_NeuralNetwork Neural Network logloss 1.38948 2.81
6_Default_RandomForest Random Forest logloss 0.294402 22.55
Ensemble Ensemble logloss 4e-06 0.29

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation